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OpenFOAM in Wind Energy GOFUN 2018, Braunschweig Matthias Schramm
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OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

May 09, 2020

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Page 1: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

OpenFOAM in Wind Energy

GOFUN 2018, Braunschweig

Matthias Schramm

Page 2: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

Fundamental research

Applied research

Fraunhofer IWES and ForWind

Oldenburg University started with wind physics

Research on wind fields, aerodynamics and turbulence

CFD is the link between the groups

Fraunhofer IWES transfers knowledge to industry

Teamwork

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Page 3: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

Agenda

Airfoil aerodynamics

Rotor aerodynamics

Site assessment

Other topics

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Page 4: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

2D-RANS

Steady 2D-RANS → computationally cheap

Fully resolved boundary layer

Hexahedral meshes

Use of different turbulence models

k–ω-SST

Spalart-Allmaras

γ-Reθt-SST

k–ω-SST-γ

Automatized polars via scripts for small and medium angles of attack (not 360°)

Lift and drag polars using improved coefficients w.r.t. the standards

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Page 5: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

Stall Prediction in 2D-RANS

Calibrated coefficients for better stall prediction Tripped airfoil at Re=3·106 k–ω-SST

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Page 6: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

Standstill with 2.5D-DDES

Source Cl / - Cd / -

IWES CFD 0.09 1.7

Experiments 0.11 1.9

DTU CFD 0.09 2.3

URANS not suitable for fully separated flow

DDES can improve accuracy for very high angles of attack (standstill)

360°-polars with DDES

DU 96-W-180, Re=2·106, 3 million cells

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Page 7: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

Modelling of vortex generators in CFD

Better performance in blade root region Installed as Add-Ons on existing blades Not always included in design phase Use of BAY model (1999) Source term in momentum equation

www.högrehöjder.com

www.3m.com/wind

© micro Aerodynamics

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Page 8: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

Modelling of vortex generators in CFD

www.högrehöjder.com

www.3m.com/wind

© micro Aerodynamics

Exp.

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Page 9: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

Agenda

Airfoil aerodynamics

Rotor aerodynamics

Site assessment

Other topics

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Page 10: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

BladeBlockMesher

Automatic, fast meshing tool for wind turbine rotor blades developed by IWES

Only airfoil coordinates and their position required

Based on hexahedral meshes (elliptic or hyperbolic equations)

Rahimi, H., Daniele, E., Stoevesandt, B., Peinke, J.: Development and application of a grid generation tool for aerodynamic simulations of wind turbines. Wind Engineering, 40(2), 148-172 (2016) doi: 10.1177/0309524X16636318

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Page 11: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

Very few experiments exist

Limited wind tunnel size

Limited Reynolds numbers

Validation of CFD: Wind Turbine Rotors

NREL Phase VI turbine (10 m diameter) MEXICO turbine (4.5 m diameter)

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Page 12: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

Rahimi, H., Medjroubi, W., Stoevesandt, B. and Peinke, J. (in press) Progress in Computational Fluid Dynamics, ‘Navier-Stokes-based predictions of the aerodynamic behaviour of stall regulated wind turbines using OpenFOAM’,

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m/s

at

30

%

Validation of CFD: NREL Phase VI

Stall regulated turbine (10 m diameter) Upwind and downwind measurements in NASA-Ames wind tunnel Experimental pressure distribution and loads for different sections available

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Page 13: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

CFD for modern wind turbine rotors

Wind turbines are getting larger

Light weight blade design Blade flexibility increased

Non-linear interaction between aerodynamics and structure

Fluid-Structure Interaction (FSI)

Coupling of flow and structural solver

Source: Siemens

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Page 14: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

Our FSI approach

FSI framework developed in Oldenburg

OpenFOAM and additional implementations

Steady-state or dynamic simulations

Runtime post-processing (AoA)

In-house grid deformation

Finite Element framework

Geometrically exact beam theory (GEBT)

Supports large deformations and torsion

6x6 section properties

+

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Page 15: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

NREL 5 MW turbine under yawed inflow

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Page 16: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

Clear effect on aerodynamic loading

Rigid CFD under-predicts forces

Blade deformations have clear effect

Tangential

NREL 5 MW turbine under yawed inflow

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Page 17: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

Big drawback of downwind turbines: Blade-tower interaction

Idea: Use lattice structure towers instead of tubular towers

NREL 5 MW in downwind configuration

NREL 5MW Downwind turbine and tower shadow

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Page 18: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

Time-accurate Delayed-Detached Eddy Simulation (DDES)

Comparison of sectional blade loading for both tower types

Fluid-structure coupling for blades for higher fidelity

NREL 5MW Downwind turbine and tower shadow

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Page 19: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

Similar mean values (deviation < 1%)

Clear deviation in time resolved results

Wider tower shadow with lattice tower

Significant velocity drop for lattice tower

2D approach for lattice tower not valid

Downwind turbine and tower shadow

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Page 20: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

Agenda

Airfoil aerodynamics

Rotor aerodynamics

Site assessment

Other topics

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Page 21: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

Site assessment

Optimize the yearly energy output

Wind rose is site dependent (sometimes 360° necessary)

Consideration of Coriolis force, complexity of terrain, forests etc.

Thermal stratification needs to be considered (stability classes)

Chang, Chi-Yao, et al. "A consistent steady state CFD simulation method for stratified atmospheric boundary layer flows." Journal of Wind Engineering and Industrial Aerodynamics 172 (2018): 55-67.

stable neutral unstable

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Page 22: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

Inclusion of forests

Automatic detection of forest from simple graphics file

Use of porous cells as sinks in the momentum equation

Also turbulence equations need to be considered

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Page 23: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

Inclusion of forests

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Automatic detection of forest from simple graphics file

Use of porous cells as sinks in the momentum equation

Also turbulence equations need to be considered

Page 24: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

Simulation

Reference

Wind distribution

Prediction of wind distribution at other location

Validation by met mast data

Simulation of complex terrain

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Page 25: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

Prediction at

different point

Wind distribution

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Reference

Prediction of wind distribution at other location

Validation by met mast data

Simulation of complex terrain

Page 26: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

In-house mesh generation (incl. smoothing)

Automatic mesh refinement

Modelling turbines as actuator disks

CFD of wind farms

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Page 27: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

Agenda

Airfoil aerodynamics

Rotor aerodynamics

Site assessment

Other topics

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Page 28: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

Other topics

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Shape optimization using the adjoint approach

Aeroacoustics

Turbulent inflow

Add-Ons

Page 29: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

Wave interaction

Multi-phase flow for offshore turbines

Tower design and load computation

Volume-of-Fluid approach (olaFoam)

20 million cells

7 m diameter

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Page 30: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

OpenFOAM offers possibility to simulate every interesting CFD in wind energy

Airfoil & rotor aerodynamics

Aeroacoustics

Fluid-Structure Interaction

Turbulent inflow

Site assessment

Wave forces on turbine towers

Some in-house developments and extensions necessary

Conclusions

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Page 31: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

Acknowledgements Fraunhofer IWES is funded by the:

Federal Republic of Germany Federal Ministry for Economic Affairs and Energy

Federal Ministry of Education and Research

European Regional Development Fund (ERDF):

Federal State of Bremen

Senator of Civil Engineering, Environment and Transportation

Senator of Economy, Labor and Ports

Senator of Science, Health and Consumer Protection

Bremerhavener Gesellschaft für Investitions- Förderung und Stadtentwicklung GmbH

Federal State of Lower Saxony

Free and Hanseatic City of Hamburg

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Page 32: OpenFOAM in Wind Energy - foamacademy.com · Site assessment Optimize the yearly energy output Wind rose is site dependent (sometimes 360° necessary) Consideration of Coriolis force,

Thank You For Your Attention!

Any questions?

[email protected] [email protected]

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